Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 1.137282 1.386147 1.706566 2.163038 2.821578 3.782405 5.391271
2025-06-08 0.787504 1.045191 1.425698 2.071458 3.250490 5.627678 12.182277
2025-06-15 0.646006 0.908387 1.335298 2.165092 4.028006 9.314103 40.068696
2025-06-22 0.546577 0.798402 1.236074 2.175029 4.665691 14.519559 215.450208
2025-06-29 0.470378 0.705155 1.132377 2.117511 5.101071 21.292893 22884.632668
2025-07-06 0.416187 0.637371 1.055621 2.082505 5.601944 32.841101 NaN
2025-07-13 0.391893 0.617243 1.065867 2.268233 7.243264 86.674435 NaN
2025-07-20 0.365957 0.588886 1.050826 2.380516 8.898249 304.254895 NaN
2025-07-27 0.337377 0.550670 1.004709 2.378231 10.030570 1579.219076 NaN
2025-08-03 0.309087 0.509085 0.942259 2.296216 10.545940 32965.016097 NaN
2025-08-10 0.291488 0.486652 0.920559 2.347149 12.424110 NaN NaN
2025-08-17 0.278705 0.472317 0.915517 2.459909 15.604780 NaN NaN
2025-08-24 0.262038 0.448377 0.883123 2.458278 17.828271 NaN NaN
2025-08-31 0.243721 0.419113 0.832374 2.360776 18.458862 NaN NaN
2025-09-07 0.234697 0.408880 0.830109 2.476666 24.160526 NaN NaN
2025-09-14 0.223307 0.392200 0.807366 2.489181 28.478872 NaN NaN
2025-09-21 0.210738 0.371714 0.770875 2.419337 30.365102 NaN NaN
2025-09-28 0.200139 0.354742 0.741920 2.376881 33.408961 NaN NaN
2025-10-05 0.197140 0.354638 0.761255 2.602933 55.197463 NaN NaN
2025-10-12 0.191970 0.348990 0.763336 2.740447 84.838171 NaN NaN
2025-10-19 0.184308 0.336817 0.743691 2.737642 106.362014 NaN NaN
2025-10-26 0.175405 0.321053 0.710915 2.637145 110.450451 NaN NaN
2025-11-02 0.170171 0.313631 0.703268 2.699516 164.333465 NaN NaN